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Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation Dept. Mechanical Engineering - University of Aveiro 3810-193 Aveiro Portugal e Optics Gyroscope Evaluation and Calibra with a Mobile Robot * E-mail: {eamaral, vsantos}@mec.ua.pt SIRS2000
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Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Dec 30, 2015

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SIRS 2000. Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot. Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation Dept. Mechanical Engineering - University of Aveiro 3810-193 Aveiro Portugal. * E-mail: {eamaral, vsantos}@mec.ua.pt. - PowerPoint PPT Presentation
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Page 1: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Emanuel Oliveira, Vítor Santos *Centre for Mechanical Technology and AutomationDept. Mechanical Engineering - University of Aveiro

3810-193 AveiroPortugal

Fibre Optics Gyroscope Evaluation and Calibrationwith a Mobile Robot

* E-mail: {eamaral, vsantos}@mec.ua.pt

SIRS2000

Page 2: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Contents:

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope and odometers performance on irregular floor

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University SIRS2000

Page 3: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

What is a Laser Gyroscope?

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

A device that measures angular rotation by using internal generated, counter-propagating, optical beams.

Sagnac effect

c

LD2

for Open-loop fibre optic interferometers

SIRS2000

Page 4: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Gyroscope applications

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Avionics

Naval

Land vehicles

Mobile robots

Underwater

NavigationIndustry

Automotive

industry

Generalindustry

Steering gearCar navigationBreaking system

Tilt sensing

Mobile robots

Platform stabilizationMotion sensing

SIRS2000

Page 5: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Mobile robots

SIRS2000

Page 6: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Mobile robots

SIRS2000

Page 7: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Mobile robots

SIRS2000

Page 8: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Mobile robots

SIRS2000

Page 9: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Mobile robots

SIRS2000

Page 10: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Mobile robots

SIRS2000

Page 11: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Mobile robots

SIRS2000

Page 12: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Gyroscope in mobile robotsGyroscope in mobile robots

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

When used in dead-reckoning, it can:

- increase accuracy in short-term information;

- reduce the requirements in absolute position updates.

SIRS2000

Page 13: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Autogyro from KVH IndustriesMain specifications

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Power supply 12 V

Power consuption 3 W

Output16 bits, RS-232, 9600 bps, 10 values/sec

Rotation rate (max) ±100 º/sec

Drif rate (compensated)

5-10 º/h

Angle random walk (noise)

20 º/hr/Öh

< 0.5% rms (constant temp.) < 1% (full temp.)

Scale factor linearity

SIRS2000

Page 14: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Drift rate definition:1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Output signal when the gyroscopeis not rotating around its sensitive axis.

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University SIRS2000

Page 15: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Drift rate definition:1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Output signal when the gyroscopeis not rotating around its sensitive axis.

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Random and systematic components

SIRS2000

Page 16: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Drift rate definition:

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Output signal when the gyroscopeis not rotating around its sensitive axis.

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Random and systematic components

SIRS2000

Page 17: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Drift rate definition:

Output signal when the gyroscopeis not rotating around its sensitive axis.

Random and systematic components

SIRS2000

Page 18: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Drift rate compensation

100 samples

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

-0.126 º/s

Subtract to the subsequent gyroscope outputs

SIRS2000

Page 19: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Orientation variation measurement using ultrasonic

sensors1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

max<1º

Measurement accuracy

d1(max)= d2(max)=5mm max<1º

d2

d1

D

D

dd 21arctan

Page 20: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Orientation variation measurement using ultrasonic

sensors1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University SIRS2000

Page 21: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Orientation error without any correction

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University SIRS2000

Page 22: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Correction factor calculation

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

where(t,) - rotation rate at the instant t and temperature

() - correction factor at temperature

If temperature is constant for all integration period†

†In practice the temperature varied less than 0.5 ºC in a 20 sec test.

T

real dtt0

)(),(

T

real dtt0

),()( T

real dtt0

),()(

measured

realT

real

dtt

0 )(

)(

SIRS2000

Page 23: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Correction factor calculation

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

CWCCW

Using least square method...

SIRS2000

Page 24: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Results after calibration

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

CW

CCW

SIRS2000

Page 25: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Before After

Improvement of ca. 60% in absolute orientation accuracy

SIRS2000

Page 26: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Gyroscope and odometer performanceon irregular floor

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

Gyroscope

Odometers

Real

Page 27: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Gyroscope and odometer performanceon irregular floor

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University SIRS2000

Page 28: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Gyroscope and odometer performanceon irregular floor

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University SIRS2000

Page 29: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Conclusions

1. Introduction

2. Gyroscope specifications

3. Drift rate compensation

4. Orientation error correction

5. Results

6. Gyroscope/odometers performance

7. Conclusions

Fibre Optics Gyroscope Evaluation and Calibration with a Mobile Robot

Dept. of Mechanical Engineering - Aveiro University

• Temperature correction is very important in orientation errors compensation;

• Gyroscope is an essential sensor for outdoors environment navigation.

– Using linear correction factor it lead to 60% improvement in orientation accuracy

– Non linear correction factor or piecewise linear fitting can improve results for a higher temperature range.

– Gyroscope was immune to bumps and wheel slippage (the most relevant errors in odometry).

SIRS2000

Page 30: Emanuel Oliveira, Vítor Santos * Centre for Mechanical Technology and Automation

Emanuel Oliveira, Vítor Santos *Centre for Mechanical Technology and AutomationDept. Mechanical Engineering - University of Aveiro

3810-193 AveiroPortugal

Fibre Optics Gyroscope Evaluation and Calibrationwith a Mobile Robot

* E-mail: {eamaral, vsantos}@mec.ua.pt